Technology Health Assessment

Is your technology
ready for what's coming?

10 dimensions. Instant results. Benchmarked to your stage — not generic best practice.

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What we assess

D01

Architecture & Scalability

D02

Engineering Team & Velocity

D03

Technology Stack

D04

Security & Compliance

D05

FinOps & Cloud Costs

D06

AI Adoption Maturity

D07

Product–Engineering Alignment

D08

People & Org Structure

D09

Data & Analytics

D10

Agentic AI Engineering

AI-first products only

📊

Scored by dimension

Every assessed dimension gets a continuous 0–10 score — benchmarked to your exact stage, not a pass/fail traffic light.

📝

Written narrative

What's working, what's fragile, and where the real risk is — in plain language.

✅

Prioritised action plan

What to fix first — sequenced for your stage, not a generic best-practice checklist.

Technology Dimensions

15min

Founder Mode

25+

Years of Calibration

Built by Manish Jain, Fractional CTO — Onefinity Labs. The criteria, critical flags, and stage-sensitive benchmarks reflect 25+ years of hands-on experience across fintech, e-commerce, and SaaS companies at pre-seed through growth stage.

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Step 1 of 4

Who is taking this assessment?

Choose the mode that best describes you. Founder Mode uses plain-language statements. Technical Mode uses detailed diagnostic questions for CTOs and senior engineers.

👤

Founder Mode

Short declarative statements. Answer Yes, Partly, or No. No technical knowledge required.

⏱ ~15 minutes

⚙️

Technical Mode

Detailed diagnostic questions for CTOs, VPs of Engineering, and senior tech leads.

⏱ 30–45 minutes

Not sure which fits you?

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Step 2 of 4

What stage is your company at?

This adjusts the benchmarks. An architecture that is right for pre-seed is a red flag at Series A.

Pre-seed

Idea to first revenue. Team under 5. Bootstrapped or pre-institutional funding.

Seed

First institutional funding ($500K–$2M). Building toward product-market fit.

Series A

$2M–$15M raised. Scaling a product that works. Team of 15–50.

Growth (B+)

Series B and beyond. Scaling operations and team. Revenue-generating at scale.

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Enter your details to see the full breakdown

Your results are ready

Enter your name and email to see your Technology Health snapshot, critical flags, and your top 3 recommendations.

What This Means

Top 3 Recommendations

A TechReady Sprint can fix this.

A focused 2-week diagnostic gives you a detailed picture of every flagged area and a prioritised remediation plan. If any of these findings resonate, let's talk.

Framework-driven diagnosis

What's going on with your tech right now?

Describe your situation in plain language — a sentence or two is enough.

Nothing fits? Prefer to talk it through?

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Need inspiration? Others have said things like:

We're about to close an enterprise deal and they're asking for a SOC 2 report — I have no idea where we start.

Our AWS bill doubled last month and nobody on the team knows why — we're burning runway without visibility.

Things I ask engineering for take forever and I can never tell if the team is working on the right things.

Investors keep asking about our data and AI strategy and I honestly don't know what to tell them.

Not generic AI advice. Your input is mapped against a structured 10-dimension framework built from 25 years of technology experience — the same framework used in the full TechReady assessment.

Assessed against

Architecture Security Team velocity FinOps AI readiness Data strategy Compliance Product–Eng alignment People & org Agentic AI

Express Diagnosis

Your Technology Risk Snapshot

AI-inferred from your description — not a full scored assessment. For a complete picture across all 10 dimensions with scored results, take the full assessment below.

Risk areas flagged

Do this today

These need your attention.

A 30-minute call with Manish can turn this diagnosis into a concrete action plan — free, no commitment.

Is your technologyready for what's coming?

Your results are ready

Your Technology Health Assessment

A TechReady Sprint can fix this.

Your Technology Risk Snapshot

These need your attention.

Is your technology
ready for what's coming?