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Commercial Analytics

AI alone doesn't know your
Market Dynamics. Commercial Intent. Therapy Area. Sales Strength. We do.

Not every commercial question needs AI. Every commercial question needs context. Your market dynamics. Your competitive position. Your commercial targets. We bring that context to the data, analyse what matters and bridge the gap between insight and a decision your commercial team can act on.

Commercial analytics visualization

What We Do

We build, analyse and deliver intelligence your commercial team can act on.

Every engagement starts with what the business needs to know. We work with the data your team already has, inside the systems you already run.

Bring the data together.

Harmonise the data needed for the analysis, establish clear definitions and create a reliable foundation across the systems your team already uses.

Data collectionData preparationGovernanceIntegration

Analyse what is happening.

Understand performance, variance, opportunity and the factors driving change, using analysis built around the commercial question your team needs answered.

PerformanceOpportunityDiagnostics

Build the right analytical view.

Deliver the analysis in the format the work requires: dashboards, Excel models, diagnostics, automation or custom applications built around the specific commercial workflow.

DashboardsExcel modelsAutomation
Built on Your Stack

Your data infrastructure. Our domain intelligence.

No unnecessary rebuild and no new platform to adopt. We work with the systems your organisation already trusts, from Excel and BI tools to cloud data platforms.

Data

MIDAS, syndicated, internal.

Commercial

Veeva, CRM, SFA.

Modern stack

Snowflake, Databricks, AWS, MS, Anthropic AI.

Tecera AI Solution stack
Data Security & Governance

Your data stays where it belongs. We work within your controls.

We understand that commercial and market data often sits within controlled environments. Tecera works within your existing data infrastructure, access controls and governance requirements, with data security and compliance considerations built into the solution design from the start.

Access Controls
Access ControlsWork within your existing permissions and role-based access
Compliance Built InSecurity considerations designed into every solution from the start
Your InfrastructureNo data migration required. We operate inside your environment
Commercial FirstEvery project starts with the business question, not the dataset
Forward-Deployed ConsultantsEmbedded with your team. Context, analytics and execution in one
AI Only Where It CountsCustom built solutions only where the decision demands it
Why Tecera

Context is what turns data into a commercial decision.

Most analytics providers deliver dashboards. Tecera delivers the thinking behind the dashboard: what to measure, why it matters commercially, and what to do next.

Life Sciences Commercial Intelligence

Bring the evidence together. See what matters commercially.

Market data, field activity and scientific evidence often sit in separate systems. Tecera connects and analyses them to explain what changed, why it changed and where commercial teams should act.

See How We Work ↓
Life Sciences commercial intelligence
10+

Years working inside and alongside pharma commercial organisations

6

Life sciences commercial teams across rare disease, specialty care, ophthalmology and HAE

3

Evidence types integrated per engagement: market, commercial and scientific

Example Engagement
A specialty care team used combined MIDAS and CRM analysis to identify a territory reallocation opportunity. New call plan defined and delivered in four weeks.
Rare disease, EU market. Names withheld.
Commercial Intelligence

Three evidence types. One commercial decision.

Most life sciences teams already work with these data sources. Tecera analyses them individually or together to answer the commercial question.

Scientific

Publications, KOL networks, trials, congress and evolving evidence.

PublicationsKOLsTrialsCongress

Commercial

CRM, SFA, accounts, territories, MSL engagement and field execution.

CRMSFAAccountsField

Market

MIDAS, syndicated sales, distributor data, share and competitive movement.

MIDASShareCompetitionMarket
Market Research

Continuous intelligence across your brand's lifecycle.

Our market research combines domain expertise with AI-powered analysis to surface the evidence and signals that support your insight goals. From study design through to strategic interpretation, we bring therapeutic context to every stage so findings are commercially usable from day one, and can be repurposed to different contexts.

Data collection to insightEnd-to-end AI-powered research design, fielding, analysis, and reporting.
Therapeutic depthResearch designed and interpreted by consultants with hands-on life sciences commercial experience.
Actionable outputsNot a report. A commercial recommendation tied to your specific brand moment.
Forward-Deployed Consultants

Pharma commercial context, research and technical execution in one team.

Our consultants work directly with commercial teams to define the question, analyse the data, build the output inside the existing environment and keep it useful as the market changes.

Commercial context

Therapy and market knowledge built in.

Hands-on analytics

Work directly with the data.

Technical execution

Dashboards, models, maps and applications.

Forward-Deployed Consultants network
Services

Purpose-built intelligence. From market research to custom applications.

Market

Market & Syndicated Data Intelligence

Where is the market moving, and where are the growth opportunities?

Analyse client-licensed MIDAS or similar syndicated data alongside internal sales to understand growth, share, brand and competitor performance.

MIDASsyndicated datasalessharecompetition
KOL

KOL Identification and Mapping

Which KOLs are connected, and who has the greatest influence?

Analyse publications, congress activity, clinical trials and research relationships to understand influence and network position.

KOL mappingnetworkscongresspublications
Field

Field Force & Territory Performance

Which territories have untapped commercial potential?

Analyse CRM/SFA activity, targets, sales, account coverage and market potential to identify execution gaps and field priorities.

CRMSFAtargetsterritory
Diagnostics

Commercial Performance Diagnostics

Why did performance move, and what action is needed now?

Connect attainment, account penetration and share into a root-cause view.

brand performanceaccount penetrationattainment
Scientific

Scientific And Publication Intelligence

What evidence is emerging, and what changes the commercial picture?

Monitor literature and trial activity for signals that matter commercially.

PubMedliteraturetrialsevidence
Bespoke

Custom Built Applications

What recurring analytical workflow needs a purpose-built output?

Design and build the model, dashboard, automation or application around the commercial question and available data.

forecastingsegmentationNLPAgents
How We Work

Start with the commercial question. Not the technology.

One continuous service. No handoffs that lose context.

01

Diagnose

Clarify the decision and audit the data, subscriptions and current workflow.

Discovery & Data Audit
02

Build in your environment

Harmonise and connect the commercial data layer using the infrastructure you already run.

Foundation
03

Deploy intelligence

Ship the view, model or application configured to your therapy and commercial reality.

Intelligence Deployment
04

Run & evolve

Refresh the intelligence and add use cases as new commercial questions emerge.

Continuous Service
Track Record

Shaped by life sciences experience. Delivered commercially.

Our team has worked inside and alongside commercial functions where the challenge is not accessing more data. It is translating the data into decisions the business can use.

6+

Life sciences commercial organisations

6

Commercial intelligence applications deployed

4+

Therapy areas across rare disease, specialty and ophthalmology

100%

Service-led delivery, no platform licence dependency

TakedaArceraRecordatiKalvistaSantenGalderma TakedaArceraRecordatiKalvistaSantenGalderma
HAE Ophthalmology Rare Disease Specialty Care
In Practice

What an engagement looks like.

A specialty pharma company needed to reconcile MIDAS, CRM and field data across four EU markets. Three data sources were telling three different stories about market share. We built a unified commercial view inside their existing Power BI environment in six weeks. No new platform. No additional licence. The same team continues to evolve the intelligence as new commercial questions emerge.
FAQ

Questions buyers usually ask.

What is commercial intelligence in life sciences?
It is the layer that connects market data, field activity and scientific evidence to the commercial decisions a pharma or biopharma team needs to make. Tecera combines governed data, domain analytics and continuous delivery rather than treating each source as a separate report.
What does a Forward-Deployed Consultant do in pharma?
They work directly with the commercial team, understand the business question, build analytics or applications inside the client's existing environment, and remain involved as the intelligence evolves. The role combines pharma commercial context, hands-on analytics and technical delivery.
Can Tecera work with our existing Veeva, Power BI, Snowflake or Databricks environment?
Yes. The model is intentionally stack-agnostic. Tecera can work from flat files and existing BI through to modern cloud and agentic environments without forcing a platform migration.
How is Tecera different from a typical analytics consultancy or software platform?
Tecera operates as a continuous intelligence function. We do not require a new platform licence and we do not treat delivery as a one-off analytics project. The same team can diagnose, build, deploy and evolve the intelligence with the client.
Where does AI fit into the Tecera model?
AI is applied only where the commercial decision benefits from it, for example forecasting, NLP, literature monitoring or pattern detection at scale. The foundation and domain logic come first.
Who We Are

Forward-Deployed Consultants.

Commercial analysts who understand both the legacy and the modern stack. Tecera works directly on commercial questions, data and analytical delivery. Our current depth is in life sciences, with experience spanning commercial analytics, market intelligence, field effectiveness and applied technology across EMEA, the US and India.

What We Believe ↓ Join the Team
What We Believe

Commercial data is often underused.

The problem is rarely access alone. Teams need the business context, analytical logic and technical execution to turn available data into something commercially useful.

Data without context is noise

A performance change means little without understanding what changed in the market, execution or underlying evidence.

The question comes before the technology

We define the commercial question first, then determine the data, analysis and technology required to answer it.

AI has to earn its place

AI is useful when it improves the analysis, workflow or output. It is not the starting point.

Our Background

Over a decade working alongside pharma commercial leaders.

The team behind Tecera has worked inside and alongside six life sciences commercial organisations across rare disease, specialty care, ophthalmology and HAE. That experience covers market intelligence, field analytics, KOL engagement, forecasting and applied technology. Every engagement we take on is informed by that context.

Careers

Join a team that works at the edge of commercial consulting and applied analytics.

We are building a small expert team that wants to work directly on business questions, data and analytical delivery.

Forward-Deployed Consultants

Commercial Analytics · Market Intelligence · Data Engineering · Applied AI

Apply →
Work With Us

One conversation about the question and the data.

Describe the commercial challenge. We will outline the data, analysis and delivery approach in one call.

Explore Life Sciences →
Legal

Privacy Policy

Last Modified: September 04, 2026

Note: Tecera Business Solutions is currently operating as a trading name pending formal incorporation. Company registration details will be updated in this policy upon completion of that process. For any queries in the interim, contact us at info@tecerabiz.com.

1. Who We Are

Tecera is a commercial analytics consultancy trading as Tecera Business Solutions (registration number: [to be inserted upon incorporation]), 690, 12th Cross Road, 7th Block, Jayanagar, Bengaluru, Karnataka 560070, India. We provide data analytics, market intelligence and commercial decision support services to life sciences organisations.

For the purposes of this policy, Tecera is the data controller for personal data collected through this website. For questions about this policy or your data, contact us at info@tecerabiz.com.

2. What Data We Collect

When you submit an enquiry through our contact form, we collect the following personal data:

  • Full name
  • Work email address
  • Company name
  • The content of your message or enquiry

We do not collect sensitive personal data. We do not use tracking cookies, analytics scripts or advertising technologies on this website.

3. How We Use Your Data

We use the information you submit solely to respond to your enquiry and, where relevant, to assess whether and how Tecera can support your commercial needs. We will not use your data for marketing communications without your explicit consent, and we will not add you to any mailing list based on a single form submission.

4. Legal Basis for Processing

For visitors based in the European Economic Area, the United Kingdom or Switzerland, our legal basis for processing your personal data is your consent, given when you tick the consent checkbox and submit the form. You may withdraw that consent at any time by contacting us at the address above.

For all other visitors, processing is based on our legitimate interest in responding to business enquiries.

5. How Long We Keep Your Data

We retain enquiry data for a maximum of 24 months from the date of submission, or until you request deletion, whichever is sooner. If an engagement begins, data relevant to that engagement is retained for the duration of the relationship and for a period of 5 years thereafter, in line with standard business record-keeping requirements.

6. Who We Share Your Data With

We do not sell, rent or share your personal data with third parties for commercial purposes. Enquiry data submitted via this form is received directly by the Tecera team. We do not use third-party CRM platforms, email marketing tools or data brokers in connection with this form.

In the event that Tecera is required to disclose data by law, regulation or court order, we will comply with that obligation and notify you where legally permitted to do so.

7. Your Rights

If you are based in the EEA, UK or Switzerland, you have the following rights in relation to your personal data:

  • Access: the right to request a copy of the data we hold about you.
  • Correction: the right to request that inaccurate data be corrected.
  • Deletion: the right to request that we delete your data.
  • Restriction: the right to request that we restrict processing of your data.
  • Portability: the right to receive your data in a structured, machine-readable format.
  • Objection: the right to object to processing based on legitimate interest.

To exercise any of these rights, contact us at info@tecerabiz.com. We will respond within 30 days. You also have the right to lodge a complaint with your local data protection authority.

8. Data Security

Enquiries submitted through this form are transmitted via encrypted connection (HTTPS). We take reasonable technical and organisational measures to protect personal data from unauthorised access, loss or disclosure. No method of transmission over the internet is completely secure, but we apply industry-standard protections appropriate to the type of data we handle.

9. International Transfers

Tecera operates from India. When you submit an enquiry from the EEA or UK, your data is transferred to and processed in India. We rely on your consent as the transfer mechanism for this cross-border processing. If you have questions about international data transfers, contact us at the address above.

10. Changes to This Policy

We may update this Privacy Policy from time to time. The date at the top of this page reflects the most recent revision. We encourage you to review this page periodically. Continued use of this website after a revision constitutes acceptance of the updated policy.

11. Contact

For any questions, requests or concerns regarding this Privacy Policy or how we handle your data:

Tecera Business Solutions
Registration No: [to be inserted upon incorporation]
690, 12th Cross Road, 7th Block, Jayanagar
Bengaluru, Karnataka 560070, India
info@tecerabiz.com

← Back to home

The right commercial question starts with the right context. We bring both.

Bring us the commercial question. We will come back with a clear view of what is needed and how to get there.

Resources

Practical thinking on commercial analytics for life sciences.

Case studies, data guides and insights from Tecera's Forward-Deployed Consultants. Written for commercial analytics leaders, not general audiences.

Case Studies

Outcomes from the field

Real engagements, anonymised. Full case studies available on request.

Case Study

Launch readiness analytics for a rare disease entry

Forward-deployed analytics team embedded six months pre-launch. Integrated syndicated market data with field activity signals to identify the highest-value accounts before sales force deployment.

Global Top-10 Pharma · Rare Disease · Europe
Outcome
Territory prioritisation completed 8 weeks ahead of schedule. Launch quarter performance exceeded forecast by 22%.
Full case study available on request.
Case Study

Field force effectiveness reset after mid-cycle performance drop

Analytics team embedded with field operations. CRM data, call activity and market share movement analysed together to isolate the root cause of underperformance across three regions.

Mid-size Biotech · Oncology · US
Outcome
Targeting model rebuilt within six weeks. Regional performance returned to plan within one quarter.
Full case study available on request.
Coming Soon

KOL mapping for a specialty care launch

Identifying and tiering scientific stakeholders across five EU markets ahead of a specialty care product launch.

Being prepared for publication.
Insights

From the analytics desk

Practical frameworks and data interpretation guides for commercial analytics teams.

Insight

How to read IQVIA data for a launch decision

Syndicated market data tells you what happened. What it rarely tells you, without interpretation, is why. A practical guide to getting more signal from MIDAS and IQVIA data in a launch context.

Available on request · info@tecerabiz.com
Insight

What field force data actually tells you about market share

CRM data and call activity are treated as proof of effort, not evidence of commercial impact. A framework for connecting field activity to market share movement that commercial teams can act on.

Available on request · info@tecerabiz.com
Coming Soon

KOL identification without the noise

Publication volume is not the same as commercial influence. How to build a KOL map that reflects who actually shapes prescribing decisions in your therapy area.

Have a commercial question you want to work through?

Bring it to us. We will tell you what is needed and how to get there.