Question 1

What is Anhedral?

Accepted Answer

An AI-native software delivery company. We scope, build, and harden systems so teams can move fast without losing control.

Question 2

Who is Anhedral for?

Accepted Answer

Teams that need a release, not an experiment, especially when requirements, infrastructure, or market conditions are moving.

Question 3

What do you build?

Accepted Answer

AI workflows, internal tools, product surfaces, automation infrastructure, and modernization layers that have to hold up in production.

Question 4

Why not just use AI tools internally?

Accepted Answer

You should. We do. The hard part is not generating code; it is turning ambiguous requirements, legacy systems, integrations, approvals, and handoff into a release your team can actually run.

Question 5

How do I know if this is a fit?

Accepted Answer

Start with a free 30-minute discovery call. We’ll discuss your needs and the right next step.

Question 6

What is an engagement?

Accepted Answer

Agreed software development or technical work, from a new application or improvements to an existing system to a focused tool, script, or advisory job.

Question 7

How long do engagements run?

Accepted Answer

The timeline depends on the work. After a free discovery call, we provide a technical assessment and proposal with timeline and cost estimates before development begins.

Question 8

What do we get at the end?

Accepted Answer

Working software, clean handoff, and the production basics: docs, telemetry, and guardrails as appropriate to scope.

Question 9

Do you do fixed scope?

Accepted Answer

Yes. We scope tightly and define what “shipped” means. If priorities shift, we propose the fastest path forward instead of pretending the original plan still fits.

Question 10

How is pricing structured?

Accepted Answer

Pricing is tailored to the scope, complexity, and delivery capacity the work requires. Start with a free 30-minute discovery call, then review a technical assessment and proposal before development begins.

Question 11

Can you work inside our stack?

Accepted Answer

Yes. We audit, set boundaries, and ship improvements without a rewrite spiral.

Question 12

Do you handle design and UX?

Accepted Answer

Yes, especially systems UX and interaction design that improves adoption and reduces operator friction.

Question 13

What about AI features?

Accepted Answer

We build workflow-integrated AI: tool use, orchestration, retrieval, and guardrails inside real systems. Not just a chat UI.

Question 14

How do you keep speed from creating debt?

Accepted Answer

Ship in slices, make decisions explicit, build modular systems with observability. Speed doesn’t mean reckless.

Question 15

Do you offer ongoing support?

Accepted Answer

Yes. We can manage development, deployment, hosting, and scaling. Ongoing support and operating responsibilities are agreed as part of the engagement.

Question 16

Do you support MSAs, SOWs, and NDAs?

Accepted Answer

Yes. Standard MSA + SOW. NDAs are fine.

Question 17

What are typical payment terms?

Accepted Answer

Depends on scope. We align on terms before kickoff.

Question 18

Can you work inside our environment?

Accepted Answer

Yes. Clear boundaries and access controls.

Question 19

How do you evaluate AI features?

Accepted Answer

Like production software. Define failure modes, add guardrails, measure with evals, and monitor in production.

Question 20

How do you prevent regressions?

Accepted Answer

Versioned prompts and config, controlled rollouts, telemetry, and repeatable evals.

Question 21

How do you think about security?

Accepted Answer

Speed is meaningless without control. Least privilege, secure defaults, and observability help systems evolve without becoming fragile.

Question 22

How do we report a vulnerability?

Accepted Answer

Email security@anhedral.com with details and reproduction steps. Good-faith reporting and coordinated disclosure.

Question 23

Do you sell personal data?

Accepted Answer

No. See our Privacy Policy for details.

Question 24

Where are the legal terms?

Accepted Answer

The Terms of Service and Privacy Policy are linked in the footer.

Question 25

Is this legal advice?

Accepted Answer

No. Content on this site is informational only.

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